AI RESEARCH
Concept Training for Human-Aligned Language Models
arXiv CS.CL
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ArXi:2603.29123v1 Announce Type: new The next-token prediction (NTP) objective trains language models to predict a single continuation token at each step. In natural language, however, a prefix can be continued in many valid ways, and even similar meanings may differ in surface form. For example, the sentence ``this website is safe to \underline{browse}'' could plausibly continue with words such as browse, search, visit, surf, or navigate. While standard NTP